diff --git a/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala b/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala
index e73cf12f79..a8c40ef0fb 100644
--- a/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala
+++ b/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala
@@ -91,9 +91,12 @@ object QueryPlanSerde extends Logging with CometExprShim with CometTypeShim {
 
   private[comet] val mathExpressions: Map[Class[_ <: Expression], CometExpressionSerde[_]] = Map(
     classOf[Acos] -> CometScalarFunction("acos"),
+    classOf[Acosh] -> CometScalarFunction("acosh"),
     classOf[Add] -> CometAdd,
     classOf[Asin] -> CometScalarFunction("asin"),
+    classOf[Asinh] -> CometScalarFunction("asinh"),
     classOf[Atan] -> CometScalarFunction("atan"),
+    classOf[Atanh] -> CometScalarFunction("atanh"),
     classOf[Atan2] -> CometAtan2,
     classOf[Ceil] -> CometCeil,
     classOf[Cos] -> CometScalarFunction("cos"),
diff --git a/spark/src/test/resources/sql-tests/expressions/math/acosh.sql b/spark/src/test/resources/sql-tests/expressions/math/acosh.sql
new file mode 100644
index 0000000000..f5e85d4be5
--- /dev/null
+++ b/spark/src/test/resources/sql-tests/expressions/math/acosh.sql
@@ -0,0 +1,31 @@
+-- Licensed to the Apache Software Foundation (ASF) under one
+-- or more contributor license agreements.  See the NOTICE file
+-- distributed with this work for additional information
+-- regarding copyright ownership.  The ASF licenses this file
+-- to you under the Apache License, Version 2.0 (the
+-- "License"); you may not use this file except in compliance
+-- with the License.  You may obtain a copy of the License at
+--
+--   http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing,
+-- software distributed under the License is distributed on an
+-- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+-- KIND, either express or implied.  See the License for the
+-- specific language governing permissions and limitations
+-- under the License.
+
+-- ConfigMatrix: parquet.enable.dictionary=false,true
+
+statement
+CREATE TABLE test_acosh(d double) USING parquet
+
+statement
+INSERT INTO test_acosh VALUES (1.0), (2.0), (10.0), (100.0), (NULL), (cast('NaN' as double)), (cast('Infinity' as double)), (0.5)
+
+query tolerance=1e-6
+SELECT acosh(d) FROM test_acosh
+
+-- literal arguments
+query tolerance=1e-6
+SELECT acosh(1.0), acosh(2.0), acosh(NULL)
diff --git a/spark/src/test/resources/sql-tests/expressions/math/asinh.sql b/spark/src/test/resources/sql-tests/expressions/math/asinh.sql
new file mode 100644
index 0000000000..0795edfafd
--- /dev/null
+++ b/spark/src/test/resources/sql-tests/expressions/math/asinh.sql
@@ -0,0 +1,31 @@
+-- Licensed to the Apache Software Foundation (ASF) under one
+-- or more contributor license agreements.  See the NOTICE file
+-- distributed with this work for additional information
+-- regarding copyright ownership.  The ASF licenses this file
+-- to you under the Apache License, Version 2.0 (the
+-- "License"); you may not use this file except in compliance
+-- with the License.  You may obtain a copy of the License at
+--
+--   http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing,
+-- software distributed under the License is distributed on an
+-- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+-- KIND, either express or implied.  See the License for the
+-- specific language governing permissions and limitations
+-- under the License.
+
+-- ConfigMatrix: parquet.enable.dictionary=false,true
+
+statement
+CREATE TABLE test_asinh(d double) USING parquet
+
+statement
+INSERT INTO test_asinh VALUES (0.0), (1.0), (-1.0), (100.0), (NULL), (cast('NaN' as double)), (cast('Infinity' as double))
+
+query tolerance=1e-6
+SELECT asinh(d) FROM test_asinh
+
+-- literal arguments
+query tolerance=1e-6
+SELECT asinh(0.0), asinh(1.0), asinh(NULL)
diff --git a/spark/src/test/resources/sql-tests/expressions/math/atanh.sql b/spark/src/test/resources/sql-tests/expressions/math/atanh.sql
new file mode 100644
index 0000000000..135714b244
--- /dev/null
+++ b/spark/src/test/resources/sql-tests/expressions/math/atanh.sql
@@ -0,0 +1,31 @@
+-- Licensed to the Apache Software Foundation (ASF) under one
+-- or more contributor license agreements.  See the NOTICE file
+-- distributed with this work for additional information
+-- regarding copyright ownership.  The ASF licenses this file
+-- to you under the Apache License, Version 2.0 (the
+-- "License"); you may not use this file except in compliance
+-- with the License.  You may obtain a copy of the License at
+--
+--   http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing,
+-- software distributed under the License is distributed on an
+-- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+-- KIND, either express or implied.  See the License for the
+-- specific language governing permissions and limitations
+-- under the License.
+
+-- ConfigMatrix: parquet.enable.dictionary=false,true
+
+statement
+CREATE TABLE test_atanh(d double) USING parquet
+
+statement
+INSERT INTO test_atanh VALUES (0.0), (0.5), (-0.5), (1.0), (-1.0), (NULL), (cast('NaN' as double)), (2.0)
+
+query tolerance=1e-6
+SELECT atanh(d) FROM test_atanh
+
+-- literal arguments
+query tolerance=1e-6
+SELECT atanh(0.0), atanh(0.5), atanh(NULL)